Yes, it will work, but not in a permanent way. When your system emits electrons for a long period, it gets charged positively, so the emitted elecrtons are more and more get attracted to the system. This phenomenon is called a vitrual cathode. You must make a closed loop for emitted electrons in order to keep the system neutral.